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Technical Note: Correction for the effect of breathing variations in CT pulmonary ventilation imaging
Tokihiro Yamamoto1, Sven Kabus2
1Department of Radiation Oncology, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
Breathing variations limit computed tomography (CT) pulmonary ventilation imaging. A new method using external respiratory signals and 4D CT data corrects for these variations, potentially improving accuracy.
Area of Science:
- Medical Imaging
- Pulmonary Function Testing
- Respiratory Physiology
Background:
- Computed tomography (CT) pulmonary ventilation imaging accuracy is limited by patient breathing variations.
- Conventional CT scanners struggle with motion artifacts during ventilation scans.
- External respiratory signals offer a potential solution for motion correction.
Purpose of the Study:
- To develop and evaluate a method for correcting breathing variations in CT pulmonary ventilation imaging.
- To improve the accuracy and precision of CT-based ventilation assessments.
- To leverage external respiratory signals for motion artifact reduction in CT ventilation imaging.
Main Methods:
- Calculating voxel-wise abdominal surface motion ranges from 4D CT datasets correlated with external respiratory signals.
- Applying a correction factor derived from abdominal motion to CT ventilation values.
- Comparing corrected and uncorrected CT ventilation images against SPECT ventilation images in nine patients.
Main Results:
- The correction method significantly improved CT-SPECT ventilation correlation in 3 out of 9 patients (P < 0.05).
- Trends toward significant improvement were observed in 2 additional patients (P: 0.13-0.18).
- Higher abdominal motion variability correlated with improved correction outcomes.
Conclusions:
- The proposed breathing variation correction method is readily implementable.
- This technique shows potential for enhancing the accuracy of CT pulmonary ventilation imaging.
- Further validation in a larger cohort may confirm broader clinical utility.
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